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Bibliographic Details
Main Authors: Collet, Pierre, Martínez, Servet
Format: Preprint
Published: 2024
Subjects:
Online Access:https://arxiv.org/abs/2402.14019
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author Collet, Pierre
Martínez, Servet
author_facet Collet, Pierre
Martínez, Servet
contents We consider a stationary Markovian evolution with values on a disjointly partitioned set space $I\sqcup {\cal E}$. The evolution is visible (in the sense of knowing the transition probabilities) on the states in $I$ but not for the states in ${\cal E}$. One only knows some partial information on the transition probabilities on ${\cal E}$, the input and output transition probabilities and some constraints of the transition probabilities on ${\cal E}$. Under some conditions we supply the transition probabilities on ${\cal E}$ that satisfies the maximum entropy principle.
format Preprint
id arxiv_https___arxiv_org_abs_2402_14019
institution arXiv
publishDate 2024
record_format arxiv
spellingShingle Maxentropy completion and properties of some partially defined Stationary Markov chains
Collet, Pierre
Martínez, Servet
Probability
60J10 (Primary) 62M05 (Secondary)
We consider a stationary Markovian evolution with values on a disjointly partitioned set space $I\sqcup {\cal E}$. The evolution is visible (in the sense of knowing the transition probabilities) on the states in $I$ but not for the states in ${\cal E}$. One only knows some partial information on the transition probabilities on ${\cal E}$, the input and output transition probabilities and some constraints of the transition probabilities on ${\cal E}$. Under some conditions we supply the transition probabilities on ${\cal E}$ that satisfies the maximum entropy principle.
title Maxentropy completion and properties of some partially defined Stationary Markov chains
topic Probability
60J10 (Primary) 62M05 (Secondary)
url https://arxiv.org/abs/2402.14019